conformal prediction

An Information Theoretic Perspective on Conformal Prediction NeurIPS 2024 API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access EMNLP 2024 Boosted Conformal Prediction Intervals NeurIPS 2024 Calibrated and Conformal Propensity Scores for Causal Effect Estimation UAI 2024 CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification ACL 2024 COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits ICLR 2024 Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees NeurIPS 2024 Conformal Autoregressive Generation: Beam Search with Coverage Guarantees AAAI 2024 Conformal Contextual Robust Optimization AISTATS 2024 Conformal Inductive Graph Neural Networks ICLR 2024 Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition NAACL 2024 Conformal Inverse Optimization NeurIPS 2024 Conformalized Credal Set Predictors NeurIPS 2024 Conformalized Deep Splines for Optimal and Efficient Prediction Sets AISTATS 2024 Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection AISTATS 2024 Conformalized Teleoperation: Confidently Mapping Human Inputs to High-Dimensional Robot Actions RSS 2024 Conformalized Time Series with Semantic Features NeurIPS 2024 Conformal Language Modeling ICLR 2024 Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration NeurIPS 2024 Conformal Prediction for Deep Classifier via Label Ranking ICML 2024 Conformal prediction for multi-dimensional time series by ellipsoidal sets ICML 2024 Conformal Prediction for Semantically-Aware Autonomous Perception in Urban Environments CoRL 2024 Conformal Prediction Regions for Time Series Using Linear Complementarity Programming AAAI 2024 Conformal Predictions under Markovian Data ICML 2024 Conformal Prediction via Regression-as-Classification ICLR 2024